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Comparative classification study of toxicity mechanisms using support vector machines and radial basis function neural networks

Analytica chimica acta, 2005-04, Vol.535 (1), p.259-273

2005

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Application of support vector machine (SVM) for prediction toxic activity of different data sets

Toxicology (Amsterdam), 2006-01, Vol.217 (2), p.105-119

2006

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3D QSAR studies on antimalarial alkoxylated and hydroxylated chalcones by CoMFA and CoMSIA

European journal of medicinal chemistry, 2004-09, Vol.39 (9), p.745-753

2004

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Quantitative structure-activity relationship models for prediction of sensory irritants (log RD 50) of volatile organic chemicals

Chemosphere (Oxford), 2006-05, Vol.63 (7), p.1142-1153

2006

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Classification of estrogen receptor-β ligands on the basis of their binding affinities using support vector machine and linear discriminant analysis

European journal of medicinal chemistry, 2008, Vol.43 (1), p.43-52

2008

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QSPR analysis of air-to-blood distribution of volatile organic compounds

Ecotoxicology and environmental safety, 2008-11, Vol.71 (3), p.731-739

2008

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Study of probabilistic neural networks to classify the active compounds in medicinal plants

Journal of pharmaceutical and biomedical analysis, 2005-07, Vol.38 (3), p.497-507

2005

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Support Vector Machines-Based Quantitative Structure−Property Relationship for the Prediction of Heat Capacity

Journal of Chemical Information and Computer Sciences, 2004-07, Vol.44 (4), p.1267-1274

2004

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QSPR study of permeability coefficients through low-density polyethylene based on radial basis function neural networks and the heuristic method

Computational materials science, 2006-10, Vol.37 (4), p.454-461

2006

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Prediction of the tissue/blood partition coefficients of organic compounds based on the molecular structure using least-squares support vector machines

Journal of computer-aided molecular design, 2005-07, Vol.19 (7), p.499-508

2005

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QSAR and classification models of a novel series of COX-2 selective inhibitors: 1,5-diarylimidazoles based on support vector machines

Journal of computer-aided molecular design, 2004-06, Vol.18 (6), p.389-399

2004

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Study on adsorption behavior of volatile and semivolatile organic vapors to air-dry soils based on QSPR methods

Environmental pollution (1987), 2007-05, Vol.147 (1), p.41-49

2007

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Artificial neural network simulation of 13C NMR shifts for methyl substituted cyclohexanes

Chemometrics and intelligent laboratory systems, 1994-08, Vol.24 (2), p.129-135

1994

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CISOC-PSCT: a predictive system for carcinogenic toxicity

SAR and QSAR in environmental research, 2004-06, Vol.15 (3), p.217-235

2004

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Comparative study of non nucleoside inhibitors with HIV-1 reverse transcriptase based on 3D-QSAR and docking

SAR and QSAR in environmental research, 2003-10, Vol.14 (5-6), p.455-474

2003

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Virtual screening and rational drug design method using structure generation system based on 3D-QSAR and docking

SAR and QSAR in environmental research, 2003-08, Vol.14 (4), p.251-264

2003

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Theoretical study of fast repair of DNA damage by cistanoside C and analogs: Mechanism and docking

SAR and QSAR in environmental research, 2002-01, Vol.13 (2), p.243-260

2002

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Docking study of cistanoside C to telomeric DNA fragment

SAR and QSAR in environmental research, 2002, Vol.13 (7-8), p.675-688

2002

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Observations on the treatment of natural haemosporidia infections by total alkaloid of Peganum harmala L. in cattle

Tropical animal health and production, 1997-11, Vol.29 (4), p.72S-76S

1997

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Effect of total alkaloid of Peganum harmala L. in the treatment of experimental haemosphoridian infections in cattle

Tropical animal health and production, 1997, Vol.29 (4)

1997

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Use of artificial neural networks to predict the gas chromatographic retention index data of alkylbenzenes on carbowax-20M

Computers & chemistry, 2000-03, Vol.24 (2), p.171-179

2000

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Development of a quantitative structure–property relationship model for predicting the electrophoretic mobilities

Computers & chemistry, 2002-02, Vol.26 (3), p.245-251

2002

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Activation of glycogen synthase kinase-3 beta mediates β-amyloid induced neuritic damage in Alzheimer's disease

Neurobiology of disease, 2012-01, Vol.45 (1), p.425-437

2012

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Transcriptomic differential lncRNA expression is involved in neuropathic pain in rat dorsal root ganglion after spared sciatic nerve injury

Brazilian journal of medical and biological research, 2018-01, Vol.51 (10), p.e7113-e7113

2018

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Transcriptomic differential IncRNA expression is involved in neuropathic pain in rat dorsal root ganglion after spared sciatic nerve injury

Brazilian journal of medical and biological research, 2018-10, Vol.51 (10)

2018

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Comparative classification study of toxicity mechanisms using support vector machines and radial basis function neural networks

Application of support vector machine (SVM) for prediction toxic activity of different data sets

3D QSAR studies on antimalarial alkoxylated and hydroxylated chalcones by CoMFA and CoMSIA

Quantitative structure-activity relationship models for prediction of sensory irritants (log RD 50) of volatile organic chemicals

Classification of estrogen receptor-β ligands on the basis of their binding affinities using support vector machine and linear discriminant analysis

QSPR analysis of air-to-blood distribution of volatile organic compounds

Study of probabilistic neural networks to classify the active compounds in medicinal plants

Support Vector Machines-Based Quantitative Structure−Property Relationship for the Prediction of Heat Capacity

QSPR study of permeability coefficients through low-density polyethylene based on radial basis function neural networks and the heuristic method

Prediction of the tissue/blood partition coefficients of organic compounds based on the molecular structure using least-squares support vector machines

QSAR and classification models of a novel series of COX-2 selective inhibitors: 1,5-diarylimidazoles based on support vector machines

Study on adsorption behavior of volatile and semivolatile organic vapors to air-dry soils based on QSPR methods

Artificial neural network simulation of 13C NMR shifts for methyl substituted cyclohexanes

CISOC-PSCT: a predictive system for carcinogenic toxicity

Comparative study of non nucleoside inhibitors with HIV-1 reverse transcriptase based on 3D-QSAR and docking

Virtual screening and rational drug design method using structure generation system based on 3D-QSAR and docking

Theoretical study of fast repair of DNA damage by cistanoside C and analogs: Mechanism and docking

Docking study of cistanoside C to telomeric DNA fragment

Observations on the treatment of natural haemosporidia infections by total alkaloid of Peganum harmala L. in cattle

Effect of total alkaloid of Peganum harmala L. in the treatment of experimental haemosphoridian infections in cattle

Use of artificial neural networks to predict the gas chromatographic retention index data of alkylbenzenes on carbowax-20M

Development of a quantitative structure–property relationship model for predicting the electrophoretic mobilities

Activation of glycogen synthase kinase-3 beta mediates β-amyloid induced neuritic damage in Alzheimer's disease

Transcriptomic differential lncRNA expression is involved in neuropathic pain in rat dorsal root ganglion after spared sciatic nerve injury

Transcriptomic differential IncRNA expression is involved in neuropathic pain in rat dorsal root ganglion after spared sciatic nerve injury

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